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{
"significant_genes": {
"Variable": [
"GET1",
"IFNAR1",
"MED27",
"DPP3",
"EMP2",
"OR2L2",
"EMP1",
"HIF3A",
"ZNF691",
"CFAP298",
"PFKL",
"OR2L8",
"ERICH1",
"IFNAR2",
"CORO2B",
"EDN1",
"SSNA1",
"NRIP1",
"OR8H3",
"PIF1",
"CPNE2",
"PEBP1",
"H1-7",
"NR4A1",
"RAB5B",
"GMEB2",
"GOLGA6L1",
"ITCH",
"ATG12",
"MLANA",
"KRT8",
"ITSN1",
"MTRF1",
"KLHL20",
"IFNGR2",
"PSEN1",
"SMIM11",
"NDUFB2",
"EI24",
"POC1B",
"NR4A3",
"CCL27",
"SLC16A6",
"ZCCHC2",
"OR2AK2",
"HAUS6",
"CRYZL1",
"HK2",
"FAM47A",
"DUSP8",
"GALK1",
"MYBPC2",
"GPATCH11",
"ETV3",
"BTN3A1",
"CTNNBL1",
"RAB32",
"KRCC1",
"RPL5",
"SON",
"RASA4",
"PRKY",
"RCOR1",
"JAK1",
"SAMD8",
"USP16",
"GLI2",
"PLAUR",
"SLURP1",
"INSL3",
"MTHFD2",
"HILPDA",
"SP7",
"ZFR",
"LDLRAD4",
"COL9A3",
"CCDC28A",
"RRAGA",
"TTC22",
"HCRT",
"ZNF346",
"IGFLR1",
"MROH8",
"SLC31A1",
"HPN",
"CLN5",
"EEF1AKMT3",
"TKFC",
"IGFALS",
"KRT71",
"EPHA8",
"POU5F1P4",
"SMAD6",
"CHORDC1",
"UBE2G2",
"MRPL55",
"FOXD2",
"CHCHD7",
"PTTG1IP",
"PGK2",
"WNT6",
"VWCE",
"H1-8",
"RNF139",
"CWC25",
"ENKD1",
"BCR",
"H2BC6",
"OTOF",
"MASP2",
"OR2L13",
"ETV5",
"RPL13P5",
"IZUMO4",
"CDC14B",
"SHD",
"IL11",
"KCNV2",
"OAS2",
"RIT1",
"LRRC8E",
"GPR20",
"GPR31",
"ATPSCKMT",
"IL10RB",
"ATP4B",
"CUTC",
"BNC1"
],
"Coefficient": [
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0.0506721066659079,
0.0339870677210539,
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0.030652402351316867,
0.030584111095226442,
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0.02399272135930555,
0.02250561497342701,
0.020029901864960925,
0.019484471706936506,
0.01875588050057251,
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0.016002276888578727,
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0.01422936450002693,
-0.013761982666713395,
-0.012460687263962588,
-0.011602046458559884,
-0.011058161026554535,
-0.010570050393413551,
0.010014959564711516,
0.009685740147431423,
-0.009396642049302214,
0.00927093635546065,
0.008628387240708729,
0.008524327669414912,
0.0084262043177743,
-0.007783127477898355,
0.007575093586096363,
-0.0075729831164556075,
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0.006011861957967982,
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0.005609334116470391,
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0.004867322990297858,
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0.004244468153425512,
0.004240468406095393,
0.004181175730211051,
0.0041344148737536765,
0.004092104861008544,
0.003982083883988628,
0.0034097877877000142,
0.0032037418482656005,
0.0030302259595515464,
0.0029811814959416595,
0.002969380539836303,
0.002791741783079702,
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0.002706876131961015,
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0.00259655280113418,
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-0.0017368668381487963,
0.0017163727359948433,
0.0016912072531579299,
0.0015678411156517746,
-0.0014870834468825897,
0.0014213030548149244,
-0.0013304371239485546,
0.0012510005828168169,
0.001244590827864431,
0.0011223725619393104,
0.0010848182902613176,
0.0009368136943076243,
0.0008913591309095495,
0.0008286279863955621,
-0.000823256977456838,
0.0007086323635708071,
0.0007034581053352931,
-0.0005578679346848593,
0.00047370602610875465,
-0.0004682861836653574,
0.0004364257650301213,
0.00035362155244982475,
0.0002858358743716257,
0.00027040223767031154,
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0.00021096556839140108,
0.0002029977942045861,
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0.00010728310255638226,
8.609387806364656e-05,
6.185707469696454e-05,
-4.671786595639639e-05,
3.8543496409986346e-05,
2.719065555370122e-05,
-1.8712847343650333e-05,
2.0083740019257563e-06
],
"Absolute Coefficient": [
0.07627624341523243,
0.0506721066659079,
0.0339870677210539,
0.032924941127591666,
0.03264815091181395,
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0.027795927666998448,
0.02399272135930555,
0.02250561497342701,
0.020029901864960925,
0.019484471706936506,
0.01875588050057251,
0.016368331058260212,
0.016002276888578727,
0.01568296580677328,
0.015531336822536213,
0.015367366203804418,
0.01496459942432099,
0.014519476106267576,
0.014371699914415207,
0.01422936450002693,
0.013761982666713395,
0.012460687263962588,
0.011602046458559884,
0.011058161026554535,
0.010570050393413551,
0.010014959564711516,
0.009685740147431423,
0.009396642049302214,
0.00927093635546065,
0.008628387240708729,
0.008524327669414912,
0.0084262043177743,
0.007783127477898355,
0.007575093586096363,
0.0075729831164556075,
0.007525682802254487,
0.007455870677356721,
0.0074212237598860345,
0.007158299067943517,
0.007089108404258705,
0.007010368585119708,
0.006887832494282333,
0.006760983582085072,
0.0065524228226474,
0.006167276816393256,
0.006011861957967982,
0.006003227445263459,
0.005924229527896738,
0.0057409895844701755,
0.005609334116470391,
0.005197622754432962,
0.005042289164601964,
0.00490454677202846,
0.004867322990297858,
0.00474547644107531,
0.0045837816670298,
0.004284703976382344,
0.004244468153425512,
0.004240468406095393,
0.004181175730211051,
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0.004092104861008544,
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0.0009368136943076243,
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0.0008286279863955621,
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0.0007034581053352931,
0.0005578679346848593,
0.00047370602610875465,
0.0004682861836653574,
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0.00035362155244982475,
0.0002858358743716257,
0.00027040223767031154,
0.00022188312357128274,
0.00021096556839140108,
0.0002029977942045861,
0.0001972040931409643,
0.0001379782756049873,
0.00013364482431366156,
0.0001283509954863549,
0.00012591567515902715,
0.00011609690514459822,
0.00010728310255638226,
8.609387806364656e-05,
6.185707469696454e-05,
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2.719065555370122e-05,
1.8712847343650333e-05,
2.0083740019257563e-06
]
},
"cv_performance": {
"prediction": {
"accuracy": 100.0,
"precision": 100.0,
"recall": 100.0,
"f1": 100.0
},
"selection": {
"precision": 4.234672075532071,
"recall": 0.8319467554076538,
"f1": 1.3904747754876123,
"jaccard": 0.7008200089930933
}
}
} |